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Winning with AI: The Manufacturer’s Guide to a Successful AI Journey

SOUTHEAST Session: Most manufacturers begin their AI journey with high expectations, yet research shows that 95 percent of GenAI projects fail to create real business value. A common trap is the shiny object syndrome, where leaders and empowered employees chase trendy tools that look impressive but do little to address core operational challenges. This is why only 5 percent of enterprise-built AI tools ever make it into production. The companies that succeed take a different path. They delve into the business itself, uncovering where AI can make the most significant difference. Predictive maintenance that prevents costly downtime, quality control that reduces waste, and supply chain optimization that improves resilience are just a few areas where measurable impact becomes possible. What often separates success from failure is expertise. Internal teams, no matter how skilled, can be limited by organizational bias, resource gaps, and familiar ways of thinking. That is why internal builds succeed only a third of the time. Third-party AI experts, on the other hand, bring fresh perspectives that identify blind spots, challenge assumptions, and apply proven frameworks that raise the success rate to nearly 70 percent. With the proper guidance, AI stops being an expensive experiment and becomes a powerful, revenue-generating asset. For manufacturers, this shift marks the difference between falling behind and building a sustainable competitive edge.

Mark Goodman

Speaker at SOUTHEAST: Mark Goodman, Director of North American Commercial Sales, Amatrol

Bridging America’s Skills Gap

SOUTHEAST Session: America is facing a challenge that threatens our economic future: a widening skills gap between the jobs available in industry and the preparation of our workforce. In this engaging talk, this Presentation will explore why this gap exists—and how we can close it. Drawing from years of experience and insights the presenter will highlights the historical shifts that shaped America’s workforce, the rapid pace of technological change, and the mismatch between traditional education pathways and modern industry needs. The talk will emphasize that this is not just a labor issue, it’s an innovation issue, a productivity issue, and ultimately, a national competitiveness issue. With a practical, solutions-driven approach, Mark Goodman outlines strategies for building stronger partnerships between educators, employers, and policymakers. He shares success stories from companies and training programs that have embraced hands-on learning, technical certifications, and competency-based education to develop a highly skilled workforce.

Isabel Jardine

Speaker at SOUTHEAST: Isabel Jardine, Senior Manager, Solutions Consulting, MaintainX

A New Era of Inspection: Achieving Manufacturing Excellence through Industrial CT Technology

SOUTHEAST Session: This session will explore the transformative potential of industrial CT technology to revolutionize quality control in manufacturing and product development. Attendees will learn how CT enables faster, more accurate inspections, improves defect detection, and reduces waste while accelerating innovation and ensuring product reliability. We will examine the challenges of adopting these systems, including cost, workflow integration, and training, and share best practices for successful implementation across industries. In addition, we will highlight the role of automated inspection systems, their integration with complementary technologies, and what the future of digital quality control holds for organizations seeking a sustainable competitive edge in manufacturing.

Donnie Johnson

Speaker at SOUTHEAST: Donnie Johnson, Strategic Solutions Executive, Stefanini, Inc.

From Hype to Hands-On: A Practical AI Playbook for Small & Medium Manufacturers

SOUTHEAST Session: Many small and medium-sized manufacturers feel overwhelmed by the hype around artificial intelligence yet struggle to see where to begin without significant disruption or cost. This talk will present a practical, proven framework that helps owners, operators, and engineering managers adopt AI in a step-by-step approach. Real case studies will be shared, including a sales order entry automation initiative that reduced manual effort by 60% through the use of a third-party AI solution, allowing employees to focus on higher-value customer service and informed decision-making. Attendees will gain a clear roadmap to identify high-impact opportunities, pilot small projects, and scale AI solutions that deliver measurable ROI and strengthen long-term competitiveness. This session provides actionable strategies and dispels common myths, demonstrating that digital transformation does not have to be complex or out of reach for smaller manufacturers ready to take the first step.

Brandon White

Speaker at SOUTHEAST: Brandon White, Vice President of Sales, Acieta